Concepedia
Computational Optimization and Applications · 2019 · 18 citations · 35 references
ComputingComputer ScienceAlgorithmsAlgorithm AnalysisConvergence AnalysisFinite Element DiscretizationIterative SolversNumerical AlgorithmsIteratively Reweighted Least SquaresRichardson Iteration
35
Regression Shrinkage and Selection Via the Lasso
Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations
Business, Biostatistics, Computer Science +17
Regularization and Variable Selection Via the Elastic Net
Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text
Computing, Computer Science, Data Science +15
A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations
Natural Sciences, Computer Science, Biomedical Imaging +15
Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
Jianqing Fan, Runze Li · Journal of the American Statistical Association · 2001 · 9.2K citations
Natural Sciences, Mathematics, Econometrics +16
Decoding by Linear Programming
Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2005 · 7.3K citations
Engineering, Computer Science, Fault-tolerant Computing +9